Run
7939908

Run 7939908

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0366809790910004
mlr.classif.xgboost(7)_gamma0.066365252233436
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight20.9002649932775
mlr.classif.xgboost(7)_subsample0.432025004550815
mlr.classif.xgboost(7)_colsample_bytree0.291106759384274
mlr.classif.xgboost(7)_colsample_bylevel0.411724069900811
mlr.classif.xgboost(7)_lambda2.5530453296255
mlr.classif.xgboost(7)_alpha2.0724730106642
mlr.classif.xgboost(7)_nrounds3235
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26830.4697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.5434
UserCPU time millis
1733.92
UserCPU time millis testing
1.94
UserCPU time millis training
1731.98